Video Editing Agent
Auto-cuts long footage into short-form clips, adds captions, and exports per platform.
Features
5
Tech
11
Steps
5
Video Editing Agent
Capabilities
What this agent does
Every capability is shipped end-to-end — not a feature flag. You get a working slice on day one and we expand from there.
Feature 01
Highlight detection
Finds the most engaging moments in a long video.
Feature 02
Auto-captions
Speaker-attributed, animated, branded captions.
Feature 03
Multi-aspect export
9:16 for TikTok/Reels, 1:1 for IG, 16:9 for YouTube.
Feature 04
B-roll suggestion
Proposes stock or generated b-roll for slow sections.
Feature 05
Hook A/B testing
Generates 3 different openings per clip.
Stack
11 technologies we use
Production-tested tools chosen for reliability, observability, and developer velocity. Every piece is swappable.
System at a glance
How the agent flows
A simplified view of what comes in, what the agent does with it, and what it produces. Each arrow is observable end-to-end.
Inputs
Agent
Video Editing Agent
Plan → tool-call → reflect, with approval gates.
Tools the agent calls
Outputs
Engagement
How we roll it out
A 5-step process from kickoff to handover. Every step has a deliverable you can sign off on.
- 01
Style template
Caption font, brand colors, intro/outro stings.
- 02
Upload pipeline
Drop raw video; clips delivered in 30 minutes.
- 03
Approval pass
First 10 clips reviewed and rated to teach taste.
- 04
Schedule + post
Pushes to TikTok/IG/YT Shorts on your calendar.
- 05
Performance loop
Top-performing clip styles inform future edits.
Outcomes
What you can expect
Real numbers we see when Video Editing Agent ships on top of an actual workflow. Specifics vary with starting baseline, data quality, and scope — but these are the ranges.
Outcome 01
10×
Variant volume
Per brief, with A/B-ready alternates baked in.
Outcome 02
98%
Brand consistency
Tone + visual identity match score on QC review.
Outcome 03
−60-80%
Production cost
Vs equivalent agency or in-house team for repeatable assets.
Sample use cases
What this looks like in practice
Three concrete scenarios where teams deploy Video Editing Agent today. Your engagement starts with one of these (or your own variant) and expands from there.
Always-on social calendar
One brief becomes 30+ on-brand posts across LinkedIn, IG, X, TikTok — scheduled, performance-tracked, with the top performers feeding back into the writer.
Product photo generation
An e-commerce shop without a studio gets lifestyle scenes for every SKU — different backgrounds, demographics, seasons — at a fraction of a photoshoot.
Long-form to short-form pipeline
A podcast or webinar gets episode notes + 10 audiogram clips + a blog post + a newsletter — all generated overnight from the raw recording.
Typical engagement
From kickoff to live in 4-8 weeks
Most Video Editing Agent engagements follow this shape. We give you a firm quote after a 30-minute scoping call, and the price is fixed up-front so you can budget.
2-3 weeks
Pilot
- Discovery + playbook write-up
- Tool design + guardrails
- Eval suite + sandbox deploy
2-4 weeks
Production
- Hardened deploy on your stack
- Observability dashboard + alerts
- Two-week supervised mode
Ongoing
Handover & support
- Runbook + team training
- Monthly tuning + eval review
- Pause or expand any time
Indicative range
$1,500 — $5,000
Full project, scoped + fixed up-front. Includes pilot, production, and 30 days of post-launch support.
Or hire us by the week
from $600/wk
Embedded retainer — best for evolving scopes.
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View detailsReady to ship Video Editing Agent?
Tell us about your data, your tools, and what success looks like. We come back within one business day with a clear plan, price, and timeline.